Lessons from AI work.

These are not traditional case studies. They are notes on what becomes visible when AI ideas meet real organizations, real constraints and real work.

CustomGPTs

CustomGPTs for organizational knowledge work

Specialized GPTs for turning organizational knowledge into something people can actually use.

Agents

Prototypes that test where context, tools, handoffs and judgment belong in real work.

Skills

Reusable ChatGPT and Codex skills that preserve better ways of working.

AI Experiments

A field log of experiments where the prototype works just enough to suggest version two.